2024
Coupled Phase-Shift STAR-RIS for Secure MIMO Communication: A DRL-Based Beamforming Design.
IEEE Commun. Lett., November, 2024
Efficient learning of Scale-Adaptive Nearly Affine Invariant Networks.
Neural Networks, 2024
HD-Fusion: Detailed Text-to-3D Generation Leveraging Multiple Noise Estimation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
FltLM: An Intergrated Long-Context Large Language Model for Effective Context Filtering and Understanding.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024
2023
Optimization-inspired manual architecture design and neural architecture search.
Sci. China Inf. Sci., November, 2023
Neural ePDOs: Spatially Adaptive Equivariant Partial Differential Operator Based Networks.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Spectral Graphormer: Spectral Graph-based Transformer for Egocentric Two-Hand Reconstruction using Multi-View Color Images.
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Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
2022
Accurate, Fast and Controllable Image and Point Cloud Registration.
PhD thesis, 2022
Geo-Metric: A Perceptual Dataset of Distortions on Faces.
ACM Trans. Graph., 2022
DADP: Dynamic abnormality detection and progression for longitudinal knee magnetic resonance images from the Osteoarthritis Initiative.
Medical Image Anal., 2022
PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs.
Proceedings of the International Conference on Machine Learning, 2022
2021
How Incomplete is Contrastive Learning? An Inter-intra Variant Dual Representation Method for Self-supervised Video Recognition.
CoRR, 2021
PDO-eS<sup>2</sup>CNNs: Partial Differential Operator Based Equivariant Spherical CNNs.
CoRR, 2021
Accurate Point Cloud Registration with Robust Optimal Transport.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Efficient Equivariant Network.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Inter-intra Variant Dual Representations for Self-supervised Video Recognition.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
PDO-eS2CNNs: Partial Differential Operator Based Equivariant Spherical CNNs.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Weakly Supervised Temporal Action Localization by Multi-Stage Fusion Network.
IEEE Access, 2020
Fluid Registration Between Lung CT and Stationary Chest Tomosynthesis Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Anatomical Data Augmentation via Fluid-Based Image Registration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
A Deep Network for Joint Registration and Reconstruction of Images with Pathologies.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions.
Proceedings of the 37th International Conference on Machine Learning, 2020
Adversarial Data Augmentation via Deformation Statistics.
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
Region-specific Diffeomorphic Metric Mapping.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Networks for Joint Affine and Non-Parametric Image Registration.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
End-to-end subtitle detection and recognition for videos in East Asian languages via CNN ensemble.
Signal Process. Image Commun., 2018
Contextual Additive Networks to Efficiently Boost 3D Image Segmentations.
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018
2017
Learning multi-level features for sensor-based human action recognition.
Pervasive Mob. Comput., 2017
Parallel multiple instance learning for extremely large histopathology image analysis.
BMC Bioinform., 2017
2016
End-to-End Subtitle Detection and Recognition for Videos in East Asian Languages via CNN Ensemble with Near-Human-Level Performance.
CoRR, 2016
2015
Order Picking with Head-Up Displays.
Computer, 2015
Comparing order picking assisted by head-up display versus pick-by-light with explicit pick confirmation.
Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015